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on the formulation, modeling, design, and analysis of future 6G communication networks that are capable of supporting new services for digital ecosystems. Use cases of interest include Security and Efficient Wireless
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. SURI has active research in urban and regional scale risk analysis, multi-hazard risk analysis, modeling human impacts and post-disaster recovery process, and utilization of novel technologies to enhance
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Postdoctoral Appointee - Uncertainty Quantification and Modeling of Large-Scale Dynamics in Networks
, large-scale computational science, and simulation of networked physical systems Familiarity with techniques for sensitivity analysis and handling high-dimensional problems Experience in power grid
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The Nuclear Technologies and National Security (NTNS) Directorate is seeking a highly qualified and motivated Postdoctoral Researcher specializing in energy economics and supply chain analysis, with
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, pioneering technological advancements such as metasurfaces for ensuring uninterrupted communication in obstacle-riddled environments, and ML-based design of medium access, resource allocation and network
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National Aeronautics and Space Administration (NASA) | Pasadena, California | United States | 23 days ago
available from GPS measurements. Analysis of TEC dynamics over ground-based GPS sites using network analysis is of major interest. Characterizing network topology, connections between TEC measurements
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force fields (MLFFs) that combine state-of-the-art equivariant neural network architectures with robust, well-calibrated uncertainty estimates. These models will enable fully automated active learning in
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The postdoctoral researcher will work in the context of the ANR GroupSolve project, which aims to provide a quantitative analysis of collective problem-solving mechanisms in human groups (in Toulouse) and in baboons
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novel machine learning models—including Physics-Informed Neural Networks (PINNs), variational autoencoders, and geometric deep learning—to fuse multimodal data from diverse experimental probes like Bragg
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surveys on the subject. Contribute to developing novel communication designs to optimize the WSN-IoT system/network considering communication and data fusion requirements. Conduct a theoretical analysis of